The problem of privacy policy comprehension in social network systems (SNS) is exacerbated by ever changing policies and system features, making it difficult for users to reconcile their mental model with the system state. In this paper, we describe the PViz prototype, a tool designed for community-oriented comprehension of SNS privacy settings.